{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":9,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":9,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12","author_layer_release":"2026-06-26"},"query_hash":"02bf6e2dc702","filters":{"venue":"Advanced Science Letters"}},"results":[{"id":"W2005748044","doi":"10.1166/asl.2009.1025","title":"Loop Quantum Cosmology and Tensor Perturbations in the Early Universe","year":2009,"lang":"en","type":"article","venue":"Advanced Science Letters","topic":"Noncommutative and Quantum Gravity Theories","field":"Physics and Astronomy","cited_by":32,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; National Science Foundation","keywords":"Semiclassical physics; Tensor (intrinsic definition); Metric (unit); Loop quantum cosmology; Quantum cosmology; Quantum; Loop (graph theory); Metric tensor","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.01000750556416691,"gpt":0.2652289108542802,"spread":0.2552214052901133,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003692755,0.0004789711,0.0003548982,0.0006809972,0.000692382,0.0009472833,0.0005555522,0.0005646987,0.002100836],"category_scores_gemma":[0.0009289069,0.0001311248,0.0003485717,0.0004943228,0.001910669,0.001644761,0.0006118658,0.0006647906,0.0002145004],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006000775,"about_ca_system_score_gemma":0.0002699245,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000942207,"about_ca_topic_score_gemma":0.0006961159,"domain_scores_codex":[0.999866,0.00005782885,0.000004419287,0.00001486915,0.00003250593,0.0000242856],"domain_scores_gemma":[0.9997166,0.0000809243,0.00006798618,0.00004453607,0.0000383844,0.00005168822],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00001093635,0.00001429152,0.0002974397,0.00002111422,0.000006067317,0.0001116405,0.0001640673,0.005125965,0.002003565,0.9903464,0.0002187338,0.001679773],"study_design_scores_gemma":[0.000007525331,0.00003307532,0.0009874871,0.000009264263,0.000006530151,0.0001395312,0.00005821764,0.0467991,0.0006260192,0.9497923,0.001525305,0.000015749],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8051546,0.003768077,0.1282319,0.001850399,0.0002660249,0.0000249351,0.0000629795,0.0002559915,0.06038509],"genre_scores_gemma":[0.9856522,0.0008186572,0.008182751,0.0001177483,0.0002172008,0.00001188238,0.00001876788,0.000037182,0.004943517],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002100836,"threshold_uncertainty_score":0.007027984,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2799497007","doi":"10.1166/asl.2018.11549","title":"Effects of High Volume Ceramic Binders on Flexural Strength of Self-Compacting Geopolymer Concrete","year":2018,"lang":"en","type":"article","venue":"Advanced Science Letters","topic":"Innovative concrete reinforcement materials","field":"Engineering","cited_by":23,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Hydro-Québec","funders":"","keywords":"Geopolymer; Flexural strength; Materials science; Ceramic; Geopolymer cement; Composite material; Volume (thermodynamics); Compressive strength","authors":[{"name":"Ghasan Fahim Huseien","is_ca":false},{"name":"Jahangir Mirza","is_ca":true},{"name":"Mohammad Ismail","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.004900404111917364,"gpt":0.2222672279525533,"spread":0.2173668238406359,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004055605,0.0005120873,0.0005706156,0.0005081694,0.0003761965,0.000534392,0.000505636,0.0004058877,0.002559076],"category_scores_gemma":[0.001071246,0.0003328219,0.0003300127,0.0004168009,0.0005994759,0.0005639233,0.0003896447,0.0005359041,0.0003357553],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004225905,"about_ca_system_score_gemma":0.0004992716,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003551532,"about_ca_topic_score_gemma":0.004790027,"domain_scores_codex":[0.9994709,0.00006554564,0.00004636783,0.00007439515,0.000169871,0.0001729823],"domain_scores_gemma":[0.99897,0.000366078,0.0002347849,0.0000594724,0.0001784608,0.0001910478],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.004419358,0.0001843942,0.0009429893,0.0001453288,0.00003361888,0.0001797407,0.0001170328,0.00173363,0.9882779,0.00009590049,0.00004654525,0.003823571],"study_design_scores_gemma":[0.00002052238,0.0005995139,0.002156196,0.000005110022,0.0000468159,0.00003081797,0.00005452546,0.001254443,0.9955736,0.00001654804,0.0002312328,0.00001058699],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991156,0.0003170531,0.0001355663,0.000006913833,0.000009154974,0.000003056448,0.00003751903,0.00001893797,0.0003560985],"genre_scores_gemma":[0.9993419,0.000102272,0.00009602678,0.000004062586,0.000003138994,0.000001671853,0.00002333166,0.000009454383,0.0004181017],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003551532,"threshold_uncertainty_score":0.008560956,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2329835941","doi":"10.1166/asl.2012.3883","title":"Vibration Control of Quarter Vehicle Magnetorheological Suspension Using Preisach Hysteretic Compensator","year":2012,"lang":"en","type":"article","venue":"Advanced Science Letters","topic":"Vibration Control and Rheological Fluids","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Magnetorheological fluid; Suspension (topology); Vibration; Control theory (sociology); Hysteresis; Vibration control; Magnetorheological damper; Quarter (Canadian coin); Materials science; Automotive engineering; Control (management); Structural engineering; Engineering; Computer science; Damper; Physics; Acoustics; Mathematics; Artificial intelligence","authors":[{"name":"Min-Sang Seong","is_ca":false},{"name":"Seung‐Bok Choi","is_ca":false},{"name":"Yang Seob Lee","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01108292513255494,"gpt":0.2244790114896101,"spread":0.2133960863570551,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0000961598,0.0001975654,0.0002387611,0.0001285211,0.0002793958,0.0002237146,0.0002429274,0.0002489812,0.001034113],"category_scores_gemma":[0.0001272722,0.00007677505,0.0001071725,0.00006901191,0.000121626,0.0001011031,0.0001445113,0.0001498133,0.0001279998],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001520813,"about_ca_system_score_gemma":0.0001717048,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001145805,"about_ca_topic_score_gemma":0.002014182,"domain_scores_codex":[0.9999533,0.000008628149,0.000002910044,0.00001037737,0.00001436103,0.00001052812],"domain_scores_gemma":[0.9999428,0.00001469475,0.000009824445,0.000006120211,0.00002176607,0.000004826899],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001262485,0.0001108692,0.001046194,0.00020834,0.00005355393,0.0001751206,0.0002037362,0.0633016,0.81524,0.00249445,0.001140729,0.1147629],"study_design_scores_gemma":[0.000103157,0.001021759,0.005275178,0.00001723621,0.0000480317,0.00009393878,0.00007662689,0.8736841,0.1163413,0.0006314416,0.002678845,0.00002839243],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7529709,0.0005451075,0.236468,0.0002445071,0.0001937044,0.0000435621,0.00004400244,0.0005530624,0.00893712],"genre_scores_gemma":[0.9962437,0.00003278568,0.002425348,0.000008390455,0.00000713538,0.000006376168,0.000008536846,0.000004366082,0.001263365],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001145805,"threshold_uncertainty_score":0.003459454,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2777582008","doi":"10.1166/asl.2017.9796","title":"Competency Frameworks and Implications for Teacher Assessment","year":2017,"lang":"en","type":"article","venue":"Advanced Science Letters","topic":"Student Assessment and Feedback","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Brock University","funders":"","keywords":"Psychology; Mathematics education; Medical education; Engineering ethics; Engineering; Medicine","authors":[{"name":"David Hayes","is_ca":true},{"name":"Kyungsuk Chang","is_ca":false},{"name":"Young-Joo Jeon","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02806953546941604,"gpt":0.4160666414438128,"spread":0.3879971059743968,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03279294,0.0007502693,0.0007528813,0.007438093,0.006626633,0.01447727,0.00378876,0.004532053,0.006761186],"category_scores_gemma":[0.09546474,0.0006553084,0.0009829379,0.00352932,0.01724423,0.01198824,0.005740359,0.005496472,0.0009207943],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01432677,"about_ca_system_score_gemma":0.02958425,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04376529,"about_ca_topic_score_gemma":0.05860869,"domain_scores_codex":[0.9752825,0.0168691,0.001528456,0.001226817,0.003656857,0.001436248],"domain_scores_gemma":[0.9184812,0.05265324,0.002906457,0.002782244,0.01666859,0.006508324],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00001642004,0.0001405572,0.004903276,0.0001689661,0.00001170751,0.00008954063,0.00632448,0.001742906,0.00008572845,0.9366291,0.004848143,0.04503923],"study_design_scores_gemma":[0.00002068492,0.00003900218,0.005318302,0.001072222,0.00002291889,0.0001602454,0.02322829,0.009731534,0.0003240827,0.9367067,0.02331007,0.00006607073],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.08181592,0.01039209,0.3687664,0.2600853,0.001544904,0.0008728224,0.0004163856,0.0007563723,0.2753497],"genre_scores_gemma":[0.8070446,0.001688773,0.1809523,0.002715279,0.0003097387,0.00082824,0.0001940402,0.00008177336,0.006185264],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04376529,"threshold_uncertainty_score":0.1734277,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2722836689","doi":"10.1166/asl.2017.9010","title":"A Survey of Numeracy Assessment Approaches for Patient E-Learning","year":2017,"lang":"en","type":"article","venue":"Advanced Science Letters","topic":"Higher Education Learning Practices","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Concordia University","funders":"","keywords":"Numeracy; Computer science; Psychology; Pedagogy; Literacy","authors":[{"name":"Mandana Omidbakhsh","is_ca":true},{"name":"Olga Ormandjieva","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.09235624016252843,"gpt":0.4300986217218646,"spread":0.3377423815593362,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01846861,0.0003046801,0.0007670734,0.00474734,0.0008084498,0.001747795,0.0007319245,0.0009403528,0.002197166],"category_scores_gemma":[0.08979836,0.0002518487,0.0008416484,0.004747004,0.000560445,0.001957919,0.001956396,0.0009982963,0.0007672336],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002059459,"about_ca_system_score_gemma":0.004485822,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002805716,"about_ca_topic_score_gemma":0.004499362,"domain_scores_codex":[0.9816367,0.006711202,0.004628466,0.001116601,0.005248953,0.0006580075],"domain_scores_gemma":[0.8843755,0.07476035,0.01450918,0.002359144,0.02032666,0.003669259],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0007653375,0.0008953831,0.5963904,0.002076821,0.0001551036,0.0001767624,0.01155618,0.0002319237,0.0009440352,0.0006710524,0.003213666,0.3829233],"study_design_scores_gemma":[0.00009104851,0.001638893,0.9335189,0.004091245,0.0001907592,0.001365382,0.01682421,0.001162828,0.001777348,0.0005378196,0.03870421,0.00009742133],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.9719991,0.01171156,0.003150088,0.001853938,0.0001038599,0.0004236235,0.001011263,0.00007796248,0.009668485],"genre_scores_gemma":[0.9776562,0.01028874,0.007463308,0.001407852,0.00003778597,0.0004220728,0.0009974497,0.00005839203,0.001668263],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.01846861,"threshold_uncertainty_score":0.09767258,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2894023360","doi":"10.1166/asl.2018.12484","title":"Does Active Learning Classroom Support Student Innovation Across Disciplines?","year":2018,"lang":"en","type":"article","venue":"Advanced Science Letters","topic":"Innovative Teaching Methods","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Centennial College","funders":"","keywords":"Active learning (machine learning); Mathematics education; Computer science; Knowledge management; Psychology; Artificial intelligence","authors":[{"name":"Pit Ho Patrio Chiu","is_ca":false},{"name":"Siu Wo Tarloff Im","is_ca":false},{"name":"Dennis Liu","is_ca":false},{"name":"Vincent Wong","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02966371128403077,"gpt":0.4493768694061221,"spread":0.4197131581220914,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005900397,0.0002981264,0.0005644145,0.0008779207,0.001263596,0.00618939,0.00172666,0.002443237,0.01303739],"category_scores_gemma":[0.04141264,0.0002447312,0.0005371497,0.0006925124,0.0008858956,0.004174526,0.003155927,0.001669479,0.001934999],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001251632,"about_ca_system_score_gemma":0.004870398,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009855866,"about_ca_topic_score_gemma":0.001929018,"domain_scores_codex":[0.995398,0.002255978,0.0001637609,0.0004191585,0.0009687264,0.0007944087],"domain_scores_gemma":[0.9525852,0.02566931,0.005907542,0.002309034,0.003191159,0.01033773],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.002964477,0.02967277,0.1282395,0.0007821698,0.0003083593,0.0003514307,0.009654441,0.000411151,0.006325728,0.01148867,0.008524026,0.8012773],"study_design_scores_gemma":[0.006955666,0.0236673,0.7191975,0.003019472,0.001338988,0.001177513,0.06488694,0.009225545,0.01858012,0.07134405,0.08037747,0.0002295148],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9723593,0.0006788539,0.001298108,0.009975315,0.0003833853,0.00006661654,0.00006900039,0.00008577905,0.01508364],"genre_scores_gemma":[0.9949167,0.0003790217,0.001452411,0.0006170082,0.0001542445,0.00005867729,0.0000352415,0.00001683401,0.00236983],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01303739,"threshold_uncertainty_score":0.04361439,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2902147252","doi":"10.1166/asl.2018.13151","title":"Fleet Management of the Travel Boat “Sopek Type” in Semarang","year":2018,"lang":"en","type":"article","venue":"Advanced Science Letters","topic":"Law, logistics, and international trade","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Business; Transport engineering; Engineering","authors":[{"name":"Sunarso Sugeng","is_ca":false},{"name":"Sahala Hutabarat","is_ca":false},{"name":"Muhammad Zainuri","is_ca":false},{"name":"Daniel Mohammad Rosyid","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02034291046719166,"gpt":0.2524254406127786,"spread":0.2320825301455869,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005437935,0.0001932845,0.0003256531,0.0005791492,0.0008771656,0.0007559969,0.000551116,0.0007895345,0.003128534],"category_scores_gemma":[0.00123483,0.00009864704,0.0003793983,0.0009901796,0.0004432814,0.0008704881,0.0004380347,0.0005521036,0.0001831576],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007422118,"about_ca_system_score_gemma":0.001483379,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01174475,"about_ca_topic_score_gemma":0.02674689,"domain_scores_codex":[0.9996986,0.0001755131,0.00003078012,0.00001572362,0.00003354883,0.0000458243],"domain_scores_gemma":[0.9997974,0.0001009453,0.00005526957,0.000003331586,0.0000225912,0.00002039531],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00109481,0.0004437426,0.03838566,0.09432038,0.0007848775,0.0174186,0.02063766,0.0005281201,0.002176245,0.005025935,0.04141521,0.7777688],"study_design_scores_gemma":[0.0002912929,0.002755039,0.2252024,0.08678133,0.001657751,0.01772401,0.1814108,0.0005966398,0.002327246,0.002946956,0.4781903,0.0001162531],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.4302378,0.5366821,0.0003786204,0.009638376,0.001799495,0.0002522723,0.0004220981,0.00003583279,0.02055343],"genre_scores_gemma":[0.6101786,0.3799522,0.001379742,0.003229712,0.0002508459,0.0001710562,0.0003562208,0.00001176512,0.004469838],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01174475,"threshold_uncertainty_score":0.02335274,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2325544919","doi":"10.1166/asl.2012.2652","title":"Simplified Progressive Collapse Analysis of RC Flat Plate for Sustainable Buildings","year":2012,"lang":"en","type":"article","venue":"Advanced Science Letters","topic":"Structural Response to Dynamic Loads","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Progressive collapse; Structural engineering; Forensic engineering; Engineering; Reinforced concrete","authors":[{"name":"Sung Woo Shin","is_ca":false},{"name":"Seon Woong Lee","is_ca":false},{"name":"Jong-Keun Kim","is_ca":false},{"name":"Sun Ho Kim","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.005993855692360965,"gpt":0.257928985041812,"spread":0.2519351293494511,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001582923,0.0006710456,0.0003005671,0.0008663611,0.0003438834,0.0004170797,0.0005926428,0.000448478,0.002848827],"category_scores_gemma":[0.0003760866,0.0002454174,0.0007646978,0.0003882313,0.0003954996,0.0003827423,0.0004032931,0.0003398557,0.0004229487],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000493684,"about_ca_system_score_gemma":0.0004999997,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01941027,"about_ca_topic_score_gemma":0.01271121,"domain_scores_codex":[0.9998387,0.0000287219,0.00000481449,0.00002121042,0.00008311726,0.00002344334],"domain_scores_gemma":[0.999887,0.00002798784,0.00001499593,0.00001067545,0.00005174478,0.000007593513],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00002336498,0.00001278548,0.001174289,0.00006074343,0.00001297739,0.000285283,0.00006836078,0.9734893,0.01121495,0.005045915,0.0004234548,0.008188579],"study_design_scores_gemma":[7.409488e-7,0.000009768458,0.0005308573,0.000003288635,0.000003511692,0.00002664403,0.00002071706,0.9979854,0.000562641,0.0004971302,0.0003554093,0.000003858259],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3234408,0.0008389135,0.6328176,0.0001836403,0.00006082102,0.0001374505,0.0004552133,0.0004711465,0.04159449],"genre_scores_gemma":[0.9798069,0.0003649249,0.0132642,0.00001919767,0.00001501317,0.00004275033,0.0002017882,0.00004956004,0.00623554],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01941027,"threshold_uncertainty_score":0.03859454,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2746828071","doi":"10.1166/asl.2017.9072","title":"Effect of Graphene Doping in DSSC TiO<sub>2</sub> Photoanode","year":2017,"lang":"en","type":"article","venue":"Advanced Science Letters","topic":"Advanced Semiconductor Detectors and Materials","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Institut National de la Recherche Scientifique","funders":"","keywords":"Dye-sensitized solar cell; Doping; Graphene; Materials science; Nanotechnology; Optoelectronics; Chemistry; Physical chemistry; Electrode","authors":[{"name":"Alessandra Imbrogno","is_ca":false},{"name":"Anastasia Macario","is_ca":false},{"name":"M. Barberio","is_ca":false},{"name":"Rajesh Pandiyan","is_ca":true},{"name":"A. Bonanno","is_ca":false},{"name":"My Alı El Khakani","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.006006932810557851,"gpt":0.2404259622530586,"spread":0.2344190294425008,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001297264,0.0002473892,0.0002524225,0.0001160806,0.0002303253,0.0004109083,0.000274237,0.0006644571,0.002071976],"category_scores_gemma":[0.000286897,0.0001666018,0.0001862433,0.0001441503,0.0002611627,0.0003001604,0.0001316706,0.0003050277,0.0002523419],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004400084,"about_ca_system_score_gemma":0.0002373011,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002183786,"about_ca_topic_score_gemma":0.00351274,"domain_scores_codex":[0.9998327,0.00002457698,0.000007688932,0.00003440004,0.00004525514,0.00005522516],"domain_scores_gemma":[0.9998161,0.00009272129,0.00002199134,0.00001591493,0.00002993244,0.00002325297],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0009617046,0.00006415915,0.0002576312,0.00006249546,0.00001814918,0.00009688241,0.00004208241,0.00021025,0.9961902,0.0001728236,0.0001155722,0.001808063],"study_design_scores_gemma":[0.00001571301,0.0001762554,0.001487404,0.00001009905,0.00002019503,0.00003130446,0.00003810565,0.0008889087,0.9967115,0.0000245014,0.0005905158,0.000005581696],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976228,0.0006524891,0.0002185341,0.00006969804,0.00004230501,0.000006452236,0.0001130083,0.00002471791,0.001249969],"genre_scores_gemma":[0.9982614,0.0003051651,0.0002747093,0.00004497851,0.000006056397,0.000004452346,0.00005197891,0.000009615114,0.001041586],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002183786,"threshold_uncertainty_score":0.006931424,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}